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17th FedCSIS 2022: Sofia, Bulgaria
- Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki, Dominik Slezak
:
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, FedCSIS 2022, Sofia, Bulgaria, September 4-7, 2022. Annals of Computer Science and Information Systems 30, 2022, ISBN 978-83-962423-9-6
Conference Invited Contributions
- Krassimir T. Atanassov, Veselina Bureva:
Two new operations over extended index matrices and their applications in Big Data. 1-6 - Chris Cornelis:
Hybridization of Fuzzy Sets and Rough Sets: Achievements and Opportunities. 7-14 - Marco Lippi
Individual and Collective Self-Development: Concepts and Challenges. 15-21 - Andrzej Skowron, Dominik Slezak
Rough Sets Turn 40: From Information Systems to Intelligent Systems. 23-34 - Boguslaw Cyganek
Modern C++ in the era of new technologies and challenges - why and how to teach modern C++? 35-40
17th International Symposium on Advanced Artificial Intelligence in Applications
- Jens Dörpinghaus, Tobias Hübenthal, Jennifer Faber
A novel link prediction approach on clinical knowledge graphs utilizing graph structures. 43-52 - Ridewaan Hanslo:
Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results. 53-60 - Joanna Henzel
Demand forecasting in the fashion business - an example of customized nearest neighbour and linear mixed model approaches. 61-65 - Piotr Jezusek, Aleksandra Karpus:
Improving Re-rankCCP with Rules Quality Measures. 67-71 - Karol Kaczmarek, Jakub Pokrywka, Filip Gralinski:
Using Transformer models for gender attribution in Polish. 73-77 - Piotr S. Maciag, Wojciech Sitek, Lukasz Skonieczny
A Comparative Study of Short Text Classification with Spiking Neural Networks. 79-88 - Cezary Maszczyk
Rule-based approximation of black-box classifiers for tabular data to generate global and local explanations. 89-92 - Raúl Moreno, Alberto Fernández-Isabel, Isaac Martín de Diego
Automatic detection of potential customers by opinion mining and intelligent agents. 93-101 - Horea-Bogdan Muresan:
An Automated Algorithm for Fruit Image Dataset Building. 103-107 - Saso Pavlic, Iztok Fister Jr., Saso Karakatic:
NiaNet: A framework for constructing Autoencoder architectures using nature-inspired algorithms. 109-116 - Kacper Podbucki
Aspects of autonomous drive control using NVIDIA Jetson Nano microcomputer. 117-120 - Jakub Pokrywka, Filip Gralinski:
Temporal Language Modeling for Short Text Document Classification with Transformers. 121-128 - Md. Rifatul Islam Rifat, Md Nur Amin, Mahmud Hasan Munna, Abdullah Al Imran
An End-to-end Machine Learning System for Mitigating Checkout Abandonment in E-Commerce. 129-132 - Grzegorz Rypesc
Reinforcement Learning for on-line Sequence Transformation. 133-139 - Witold Sosnowski, Anna Wróblewska
Applying SoftTriple Loss for Supervised Language Model Fine Tuning. 141-147 - Aleksandra Weiss, Marcin Mlynski
About Classifiers Quality Assessment: Balanced Accuracy Curve (BAC) as an alternative for ROC and PR Curve. 149-156 - Milos Svana:
Extending Word2Vec with Domain-Specific Labels. 157-160
1st Workshop on Artificial Intelligence for Next-Generation Diagnostic Imaging
- Michal Kassjanski, Marcin Kulawiak, Tomasz Przewozny:
Development of an AI-based audiogram classification method for patient referral. 163-168 - Szymon Mazurek
Canine age classification using Deep Learning as a step towards preventive medicine in animals. 169-172
4th International Workshop on Artificial Intelligence in Machine Vision and Graphics
- Simon B. Hengeveld, Antonio Mucherino:
On the Feasible Regions Delimiting Natural Human Postures in a Novel Skeletal Representation. 175-179 - Wlodzimierz Kasprzak, Van Khanh Do, Pawel Piwowarski:
A lightweight approach to two-person interaction classification in sparse image sequences. 181-190 - Tomasz Nowak, Piotr Skrzypczynski:
Geometry-Aware Keypoint Network: Accurate Prediction of Point Features in Challenging Scenario. 191-200 - Lewi Uberg
Analysis of Brain Tumor Using MRI Images. 201-204 - Andrzej Sluzek
Insights into Neural Architectures for Learning Numerical Concepts from Simple Visual Data. 205-209
1st Workshop on Personalization and Recommender Systems
- Lumbardha Hasimi
Navigation Systems in terms of User Experience and Multimodal Usability - Evaluation of Effectiveness and Efficiency. 213-216 - Eyad Kannout
Utilizing Frequent Pattern Mining for Solving Cold-Start Problem in Recommender Systems. 217-226 - Robert Kwiecinski, Tomasz Górecki, Agata Filipowska:
Learning edge importance in bipartite graph-based recommendations. 227-233 - Seiyu Majima, Konstantin Markov:
Personality Prediction from Social Media Posts using Text Embedding and Statistical Features. 235-240
4th International Symposium on Rough Sets: Theory and Applications
- Andrea Campagner, Davide Ciucci:
Three-way Learnability: A Learning Theoretic Perspective on Three-way Decision. 243-246 - Ryszard Janicki, Mahmoud Mahmoud:
On Multiplicative, Additive and Qualitative Pairwise Comparisons. 247-251 - Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
Malware Evolution and Detection Based on the Variable Precision Rough Set Model. 253-262 - Alicja Mieszkowicz-Rolka, Leszek Rolka:
Multi-Criteria Decision-Making with Linguistic Labels. 263-267 - Adnan Theerens
Fuzzy Quantifier-Based Fuzzy Rough Sets. 269-278 - Bich Khue Vo
Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets. 279-288
15th International Workshop on Computational Optimization
- Michal Antkiewicz, Pawel B. Myszkowski
GaMeDE2 - improved Gap-based Memetic Differential Evolution applied to multi-modal optimisation. 291-300 - Michel Bierlaire, Edoardo Fadda
A chance-constraint approach for optimizing social engagement-based services. 301-304 - Adam Borowicz:
Independent Component Analysis Based on Jacobi Iterative Framework and L1-norm Criterion. 305-312 - Antonio Cassia, Ola Jabali, Federico Malucelli, Marta Pascoal:
The electric vehicle shortest path problem with time windows and prize collection. 313-322 - Jens Dörpinghaus, Vera Weil, Johanna Binnewitt:
Analyzing longitudinal Data in Knowledge Graphs utilizing shrinking pseudo-triangles. 323-327 - Stefka Fidanova, Ivan Dimov, Denitsa Angelova, Maria Ganzha:
Agricultural System Modelling with Ant Colony Optimization. 329-332 - Simon B. Hengeveld, Antonio Mucherino:
A GPU approach to distance geometry in 1D: an implementation in C/CUDA. 333-336 - Felipe Marchi, Rafael Stubs Parpinelli:
A Multi-objective Cluster-based Biased Random-Key Genetic Algorithm with Online Parameter Control Applied to Protein Structure Prediction. 337-346 - Eliseo Marzal, Laura Sebastia:
Team Orienteering Problem with Time Windows and Variable Profit. 347-350 - Tomoya Miyazaki, Kouichi Hirata
Subcaterpillar Isomorphism: Subtree Isomorphism Restricted Pattern Trees To Caterpillars. 351-356 - Radoslaw Puka
Improving N-NEH+ algorithm by using Starting Point method. 357-361 - Camilo Chacón Sartori
Boosting a Genetic Algorithm with Graph Neural Networks for Multi-Hop Influence Maximization in Social Networks. 363-371 - Neta Stein, Tami Tamir:
Stackelberg Strategies for Weighted Load Balancing Games. 373-382 - Velichka Traneva, Deyan Mavrov
Intuitionistic Fuzzy Model of the Hungarian Algorithm for the Salesman Problem and Software Analysis of a Shipping Company Example. 383-386 - Velichka Traneva, Deyan Mavrov
Software Implementation of the Optimal Temporal Intuitionistic Fuzzy Algorithm for Franchisee Selection. 387-390
Data Mining Competiton
- Andrzej Janusz
KnowledgePit Meets BrightBox: A Step Toward Insightful Investigation of the Results of Data Science Competitions. 393-398 - Andrzej Janusz
Predicting the Costs of Forwarding Contracts: Analysis of Data Mining Competition Results. 399-402 - Eyad Kannout
Considering various aspects of models' quality in the ML pipeline - application in the logistics sector. 403-412 - Stanislaw Kazmierczak:
Prediction of the Costs of Forwarding Contracts with Machine Learning Methods. 413-416 - Aleksandra Lewandowska:
XGBoost meets TabNet in Predicting the Costs of Forwarding Contracts. 417-420 - Slawomir Pioronski, Tomasz Górecki:
Using gradient boosting trees to predict the costs of forwarding contracts. 421-424 - Lukasz Podlodowski, Marek Kozlowski:
Predicting the Costs of Forwarding Contracts Using XGBoost and a Deep Neural Network. 425-429 - Dymitr Ruta, Ming Liu, Ling Cen, Quang Hieu Vu:
Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts. 431-436 - Milena Trajanoska
Application of Diversified Ensemble Learning in Real-life Business Problems: The Case of Predicting Costs of Forwarding Contracts. 437-446 - Quang Hieu Vu, Ling Cen, Dymitr Ruta, Ming Liu:
Key Factors to Consider when Predicting the Costs of Forwarding Contracts. 447-450 - Haitao Xiao, Yuling Liu, Dan Du, Zhigang Lu:
An Approach for Predicting the Costs of Forwarding Contracts using Gradient Boosting. 451-454
Computer Science and Systems
- Sergiy Fialko:
Block Subspace Iteration Method for Structural Analysis on Multicore Computers. 457-465 - Anna Sasak-Okon:
Flexible user query order for the speculative query support in RDBMS. 467-471
15th Workshop on Computer Aspects of Numerical Algorithms
- Wlodzimierz Bielecki, Marek Palkowski
Automatic code optimization for computing the McCaskill partition functions. 475-478 - Beata Bylina, Jaroslaw Bylina, Monika Piekarz
Influence of loop transformations on performance and energy consumption of the multithreded WZ factorization. 479-488 - Lubomír Stepánek
A short note on post-hoc testing using random forests algorithm: Principles, asymptotic time complexity analysis, and beyond. 489-497
30th International Symposium on Concurrency, Specification and Programming
- Marek Adrian
An observation on pure strategies in Security Games. 501-504 - Billy Naumann, Christine Jakobs, Matthias Werner:
Formal analysis of timeliness in the RaSTA protocol. 505-514 - Tomas Plachetka:
Channel-Less Process Communication. 515-519 - Lukasz Pulawski:
Improvement of design anti-pattern detection with spatio-temporal rules in the software development process. 521-528
15th International Symposium on Multimedia Applications and Processing
- Konrad Koniarski, Andrzej Myslinski:
A Modified ICP Algorithm Based on FAST and Optical Flow for 3D Registration. 531-534 - Andrzej Lamecki, Krzysztof Kaczmarski
Hierarchical data structures in rendering scenes containing a massive number of light sources. 535-544 - Marek Parfieniuk:
Encrypting JPEG-compressed images by substituting Huffman code words. 545-549
12th Workshop on Scalable Computing
- Morgan Geldenhuys, Benjamin J. J. Pfister, Dominik Scheinert, Lauritz Thamsen, Odej Kao:
Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing. 553-561 - Kamil Jarosz
Increasing data availability and fault tolerance for decentralized collaborative data-sharing systems. 563-566
Network Systems and Applications
- Arman Ferdowsi
An Integer Programming Approach Reinforced by a Message-passing Procedure for Detecting Dense Attributed Subgraphs. 569-576 - Jaroslaw Michalak
Location Accuracy of a Ground Station based on RSS in the Rice Channel. 577-580
1st Workshop on Complex Networks: Theory and Application
- Pawel Dymora, Miroslaw Mazurek, Kamil Lyczko:
The effectiveness analysis of selected IT tools for predictions of the COVID-19 pandemic. 583-586 - Jan Sadolewski, Bartosz Trybus:
Denotational Model and Implementation of Scalable Virtual Machine in CPDev. 587-591 - Mariusz Skoczylas, Lukasz Gotówko, Mateusz Salach, Bartosz Trybus, Marcin Hubacz, Bartosz Pawlowicz:
Room mapping system using RFID and mobile robots. 593-597
6th Workshop on Internet of Things - Enablers, Challenges and Applications
- Stefan Bosse:
Wireless Agent-based Distributed Sensor Tuple Spaces using Bluetooth and IP Broadcasting. 601-604 - Hubert Buczynski, Pawel Pisarczyk, Krzysztof Cabaj:
Resource Partitioning in Phoenix-RTOS for Critical and Noncritical Software for UAV systems. 605-609 - Janusz Furtak
Data Exchange Protocol for Cryptographic Key Distribution System Using MQTT Service. 611-615 - Michal Jarosz
Formal verification of security properties of the Lightweight Authentication and Key Exchange Protocol for Federated IoT devices. 617-625 - Krzysztof Kanciak, Konrad S. Wrona
Secure Onboarding and Key Management in Federated IoT Environments. 627-634 - Sarah Klein, Anna Hristoskova, Annanda Rath, Renaud Gonce:
Anomaly detection on compressed data in resource-constrained smart water meters. 635-639 - Ghada Moualla, Sébastien Bolle
Self-adaptive Device Management for the IoT Using Constraint Solving. 641-650
3rd International Forum on Cyber Security, Privacy and Trust
- Christine Jakobs, Matthias Werner, Karsten Schmidt, Gerhard Hansch:
Heuristic Risk Treatment for ISO/SAE 21434 Development Projects. 653-662 - Slawomir Matelski:
Universal Key to Authentication Authority with Human-Computable OTP Generator. 663-671 - Mariusz Sepczuk, Zbigniew Kotulski
Low-complexity access control scheme for MEC-based services. 673-681
Advances in Information Systems and Technologies
- Amal Abid, Saoussen Cheikhrouhou, Slim Kallel, Mohamed Jmaiel:
A Blockchain-Based Self-Sovereign Identity Approach for Inter-Organizational Business Processes. 685-694 - Dariusz Dymek, Svitlana Didkivska
Students' Online Behaviour in the Time of the COVID-19 Pandemic: Insights from Poland and Ukraine. 695-699 - Dmitriy Gakh:
A Look at Evolution of Teams, Society, Smart Cities, and Information Systems based on Patterns of Primary, Adaptable, Information, and Creative Society. 701-704 - Wlodzimierz Lewoniewski, Krzysztof Wecel
Identifying Reliable Sources of Information about Companies in Multilingual Wikipedia. 705-714 - Barbara Probierz
Modelling an IT solution to anonymise selected data processed in digital documents. 715-719 - Marcus Vinicius Alencar Terra, Vanessa Tavares de Oliveira Barros, Rodolfo Miranda de Barros:
Performance Management of IT Professionals: A Humanistic Model. 721-729
4th Workshop on Data Science in Health, Ecology and Commerce
- Oussama Hamel
Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data. 733-739 - Aleksandra Mrela, Oleksandr Sokolov, Maryla Bieniek-Majka, Veslava Osinska, Wlodzislaw Duch:
Multi-agent model of trust dissemination based on optimistic and pessimistic fuzzy aggregation norms. 741-744 - Minoru Nakayama, Wioletta Nowak, Anna Zarowska:
Detecting Symptoms of Dementia in Elderly Persons using Features of Pupil Light Reflex. 745-749 - Lukasz Sosnowski
Artificial Intelligence in Personalized Healthcare Analysis for Womens' Menstrual Health Disorders. 751-760
17th Conference on Information Systems Management
- Janis Bicevskis, Ivo Oditis, Zane Bicevska, Viesturs Spulis:
Optimization of Processes for Shared Cars. 763-767 - Aleksandra Baczkiewicz:
Towards Temporal Multi-Criteria Assessment of Sustainable RES Exploitation in European Countries. 769-772 - Christian Hrach, Rainer Alt, Stefan Sackmann:
Process-oriented documentation of user requirements for analytical applications - challenges, state of the art and evaluation of a service-based configuration approach. 773-782 - Bartlomiej Kizielewicz, Andrii Shekhovtsov, Wojciech Salabun
A novel iterative approach to determining compromise rankings. 783-787 - Bartlomiej Kizielewicz, Bartosz Paradowski, Jakub Wieckowski, Wojciech Salabun
Towards the identification of MARCOS models based on intuitionistic fuzzy score functions. 789-798 - Jaroslaw Watróbski
Towards Sustainable Transport Assessment Considering Alternative Fuels Based on MCDA Methods. 799-808 - Ewa Ziemba
Critical Success Factors for Adopting Electronic Document Management Systems in Government Units. 809-813
28th Conference on Knowledge Acquisition and Management
- Natalia Nitarska, Piotr Wisniewski, Krzysztof Kluza, Mateusz Zaremba, Antoni Ligeza:
Case Study of Designing Interface of the AGH Students Information Bulletin Work Support System. 817-826 - Anna Nowacka
The impact of the multi-variant remote work model on knowledge management in enterprises. Applied tools. 827-835 - Raghav Sharma, Deependra Singh, Raksha Sharma:
Named Entity Recognition System for the Biomedical Domain. 837-840 - Edward Szczerbicki, Cesar Sanín
Representing and Managing Experiential Knowledge with Decisional DNA and its Drimos® Extension. 841-844
Advances in Software, System and Service Engineering
- Istvan David, Eugene Syriani, Constantin Masson:
Extensible Conflict-Free Replicated Datatypes for Real-time Collaborative Software Engineering. 849-853 - Anton Dimov Hristozov, Eric Matson, J. Eric Dietz, Marcus K. Rogers:
Sensor Data Protection in Cyber-Physical Systems. 855-859 - Lukasz Korzeniowski, Krzysztof Goczyla:
Discovering interactions between applications with log analysis. 861-869
Joint 42nd IEEE Software Engineering Workshop and 9th International Workshop on Cyber-Physical Systems
- Venkata Krishna Chandra Mula, Lov Kumar, Lalita Bhanu Murthy Neti, Aneesh Krishna:
Software Sentiment Analysis using Deep-learning Approach with Word-Embedding Techniques. 873-882 - Necmettin Ozkan, Sevval Bal, Tugba Gurgen Erdogan, Mehmet Sahin Gök
Scrum, Kanban or a Mix of Both? A Systematic Literature Review. 883-893 - Sanidhya Vijayvargiya, Lov Kumar, Lalita Bhanu Murthy Neti, Sanjay Misra
Software Requirements Classification using Deep-learning Approach with Various Hidden Layers. 895-904
7th Workshop on Model Driven Approaches in System Development
- Henrik Gustavsson, Jan Carlson, Eduard Enoiu:
Model-Based System Engineering Adoption in the Vehicular Systems Domain. 907-911 - Szymon Katra, Wiktor B. Daszczuk
An Experimentation Framework for Specification and Verification of Web Services. 913-917 - Kamil Rybinski, Michal Smialek
Beyond Low-Code Development: Marrying Requirements Models and Knowledge Representations. 919-928
7th Doctoral Symposium on Recent Advances in Information Technology
- Olga Kaminska, Katarzyna Kaczmarek-Majer, Olgierd Hryniewicz:
Impact of clustering unlabeled data on classification: case study in bipolar disorder. 931-934 - Dzhakhongir Normatov, Paolo Mercorelli
Parameters Estimation of a Lotka-Volterra Model in an Application for Market Graphics Processing Units. 935-938 - Tomasz Zietkiewicz
Tag and correct: high precision post-editing approach to speech recognition errors correction. 939-942
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